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Updated: Sep 9, 2025

Functional Near-Infrared Spectroscopy Hyperscanning Study in Psychological Counseling
Published on: January 17, 2025
Relationships Among Patients' Interpersonal Behaviors in Sessions, Therapist Competence, and the Therapeutic Alliance
Ulrike Maaß1, Michael Witthöft2, Yvonne Marie Junga3
1Department of Clinical Psychology and Psychotherapy, University of Potsdam, Potsdam, Germany.
Objective:
To investigate the reciprocal relationships between patient interpersonal behavior (IB), therapist competence, and the alliance within- and between-persons.
Methods:
A secondary analysis was conducted of a randomized controlled trial with 67 cognitive behavior therapists and 114 patients with depression. The therapists evaluated their patients' IB, and they both judged the alliance. Pre- and post-treatment, the patients indicated their general levels of interpersonal problems. Every fourth session, independent raters judged the patients' IB and therapists' competence. Random-intercept cross-lagged panel analyses were calculated.
Results:
First, intraindividual deviations in patient IB were associated with deviations in therapist competence or the alliance (within-person); and patients with generally more positive IB experienced not only better alliances but also more competent therapists (between-person). Second, the perspective of the evaluating person and the time interval were decisive, as significant cross-lagged effects between patients' IB in one session and the alliance in subsequent sessions (and vice versa) only occurred from the therapist perspective, but not when the patient perspective was considered. Third, patients with more interpersonal problems before treatment did not show more negative IB, nor did they experience poorer alliances or less competent therapists.
Conclusion:
The study supports the idea that patient IB is as an important part of both therapeutic competence and the alliance. However, therapists and raters may be prone to evaluation bias, interpreting negative patient IB as a sign of poor alliance or competence (and vice versa). Finally, the extent of interpersonal problems before treatment does not substantially influence the three process variables.
Trial Registration:
https://clinicaltrials.gov/study/NCT02479594.
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